Workflows
AI workflows for real product work.
Practical stacks for design, coding, research, analytics, and startup execution.
Building a SaaS MVP with AI
A practical workflow for taking a SaaS idea from problem definition to research, prototype, launch, and feedback.
AI Product Design
Move from research notes to flows, wireframes, content variants, and design system updates.
AI Coding Stack
Plan features, generate implementation options, debug faster, and ship a working product.
AI Research Stack
Collect sources, synthesize evidence, compare alternatives, and turn research into decisions.
Customer Interview Synthesis with AI
Turn interview transcripts into themes, quotes, opportunity areas, and follow-up questions.
AI User Persona Builder
Create grounded personas from research notes, support tickets, sales calls, and product analytics.
AI Feature Prioritization Workflow
Compare feature ideas by evidence, effort, risk, customer pain, and strategic fit.
AI PRD Drafting Workflow
Move from customer problem to product requirements, acceptance criteria, edge cases, and launch notes.
AI Product Roadmap Review
Pressure-test roadmap themes, assumptions, dependencies, sequencing, and risk before planning cycles.
AI Sprint Planning Workflow
Break product priorities into scoped engineering tasks, risks, milestones, and review checkpoints.
AI Release Notes Workflow
Transform shipped changes into customer-facing release notes, internal summaries, and changelog copy.
AI Bug Triage Workflow
Convert messy bug reports into reproducible steps, severity, missing details, and engineering tickets.
AI Code Review Workflow
Use AI to scan diffs for risks, missing tests, edge cases, regressions, and maintainability issues.
AI Test Plan Generator
Create focused test plans from feature specs, user flows, acceptance criteria, and known risks.
AI Documentation Workflow
Turn product behavior and engineering notes into user docs, setup guides, FAQs, and troubleshooting pages.
AI API Documentation Workflow
Draft endpoint references, examples, auth notes, error states, and integration guidance from code.
AI Landing Page Copy Workflow
Move from positioning notes to headlines, proof points, objections, FAQs, and conversion-focused page copy.
AI SEO Brief Workflow
Build useful SEO briefs from search intent, competitor gaps, internal expertise, and reader outcomes.
AI Content Refresh Workflow
Update old articles with current information, stronger structure, better examples, and clearer CTAs.
AI Newsletter Workflow
Turn research notes, product updates, and useful links into a concise newsletter draft.
AI Social Content Repurposing
Convert long-form articles, calls, and product notes into LinkedIn posts, threads, and short updates.
AI Sales Prospect Research
Research target accounts, buying triggers, pain points, and tailored outreach angles before sending emails.
AI Cold Email Workflow
Draft relevant outbound emails from account research, buyer pains, proof points, and clear next steps.
AI Sales Call Prep Workflow
Prepare discovery questions, account context, likely objections, and demo angles before sales calls.
AI CRM Cleanup Workflow
Find messy records, missing fields, stale stages, duplicate accounts, and follow-up gaps in CRM data.
AI Customer Support Macro Workflow
Create support macros that are accurate, clear, empathetic, and easy for agents to adapt.
AI Help Center Gap Analysis
Compare support tickets against help content to find missing docs, outdated answers, and confusing flows.
AI Customer Feedback Triage
Group feedback by pain, request type, segment, severity, and product area before roadmap review.
AI Churn Analysis Workflow
Synthesize cancellation notes, support history, usage patterns, and account context into churn themes.
AI Onboarding Email Workflow
Design onboarding sequences that guide users toward activation, habit formation, and early value.
AI Activation Audit Workflow
Identify where new users get stuck, what activation means, and which interventions to test.
AI Pricing Page Audit
Review pricing copy, plan differences, objections, FAQs, upgrade paths, and buyer confidence signals.
AI Competitor Monitoring Workflow
Track competitor positioning, launches, pricing changes, customer complaints, and strategic shifts.
AI Market Map Workflow
Create a structured market map from categories, competitors, customer segments, use cases, and gaps.
AI Analytics Narrative Workflow
Turn dashboard changes into plain-language explanations, hypotheses, risks, and recommended next actions.
AI Metric Definition Workflow
Create clear metric definitions, source logic, owners, caveats, and examples for team dashboards.
AI SQL Exploration Workflow
Move from business questions to SQL drafts, validation checks, edge cases, and readable summaries.
AI Data Quality Review
Find suspicious metrics, missing events, naming inconsistencies, outliers, and instrumentation gaps.
AI Meeting Follow-Up Workflow
Turn meeting notes into decisions, owners, action items, risks, and useful follow-up messages.
AI Hiring Scorecard Workflow
Draft role scorecards, interview rubrics, evaluation notes, and consistent hiring criteria.
AI Interview Question Workflow
Create role-specific interview questions, scoring guidance, follow-ups, and red-flag checks.
AI Employee Onboarding Workflow
Build first-week plans, role context, system checklists, reading paths, and manager prompts.
AI SOP Builder Workflow
Turn repeated team processes into clear standard operating procedures, checklists, and ownership rules.
AI Automation Opportunity Finder
Identify repetitive workflows, estimate effort, rank automation candidates, and define human review points.
AI Zapier Automation Planning
Plan triggers, actions, data fields, failure cases, and monitoring before building automations.
AI Internal Tool Spec Workflow
Define internal tool users, data sources, permissions, workflows, edge cases, and rollout steps.
AI Vendor Evaluation Workflow
Compare tools by use case, cost, implementation effort, security, workflow fit, and long-term risk.
AI Privacy Review Workflow
Review AI tools for sensitive data handling, retention settings, access controls, and approved-use rules.
AI Investor Update Workflow
Draft concise investor updates with metrics, progress, risks, asks, and context that builds trust.